SoK: Privacy-Preserving Collaborative Tree-based Model Learning

Sylvain Chatel, Apostolos Pyrgelis, Juan Ramon Troncoso-Pastoriza +1

Tree-based models are among the most efficient machine learning techniques for data mining nowadays due to their accuracy, interpretability, and simplicity. The recent orthogonal n…